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Fixed points of maps and their stable, unstable, and center subspaces
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Subspaces (linear) vs. invariant manifolds (nonlinear)
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Hyperbolic vs. non-hyperbolic fixed points
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Diagram of hyperbolic vs. non-hyperbolic fixed points
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Why look at center manifold theory?
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2D example of calculating an invariant manifold analytically
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Approximating invariant manifolds via Taylor series expansion
Description:
Explore hyperbolic and non-hyperbolic fixed points in dynamical systems and learn techniques for computing their invariant manifolds using Taylor series expansions. Delve into the stable, unstable, and center subspaces for discrete-time dynamical systems, and understand the significance of corresponding invariant manifolds in nonlinear settings. Examine a 2D example of analytically obtaining stable and unstable manifolds, and discover methods for approximating invariant manifolds. This lecture, part of a course on center manifolds, normal forms, and bifurcations, provides essential insights for students with a background in elementary analysis, multivariable calculus, and linear algebra.

Hyperbolic vs Non-Hyperbolic Fixed Points - Computing Their Invariant Manifolds via Taylor Series

Ross Dynamics Lab
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